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Erschienen in:
2014 | OriginalPaper | Buchkapitel
The Automated Discovery of Hybrid Processes
verfasst von : Fabrizio Maria Maggi, Tijs Slaats, Hajo A. Reijers
Erschienen in: Business Process Management
Verlag: Springer International Publishing
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The declarative-procedural dichotomy is highly relevant when choosing the most suitable process modeling language to represent a discovered process. Less-structured processes with a high level of variability can be described in a more compact way using a declarative language. By contrast, procedural process modeling languages seem more suitable to describe structured and stable processes. However, in various cases, a process may incorporate parts that are better captured in a declarative fashion, while other parts are more suitable to be described procedurally. In this paper, we present a technique for discovering from an event log a so-called
hybrid
process model. A hybrid process model is hierarchical, where each of its sub-processes may be specified in a declarative or procedural fashion. We have implemented the proposed approach as a plug-in of the ProM platform. To evaluate the approach, we used our plug-in to mine a real-life log from a financial context.